Kyushu University · Graduate School of Information Science and Electrical Engineering / Faculty of Information Science and Electrical Engineering · 助教

Research keywordssimulation based inference・data assimilation・Bayesian inference・discretization error・generative model evaluation・invariant risk minimization・label hierarchy

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• Self-Organizing Score-based Data Assimilation2026 · International Joint Conference on Neural Networks 2026年6月
• Compositional simulation-based inference for time series2025 · The Thirteenth International Conference on Learning Representations (ICLR 2025) 2025年5月
• Out-of-Distribution Optimality of Invariant Risk Minimization2024 · Transactions on Machine Learning Research 2024年2月
• A Practical Guide to Sample-based Statistical Distances for Evaluating Generative Models in Science2024 · Transactions on Machine Learning Research 2024年8月

• 時系列シミュレータの Simulation-based Inference2025 · 研究課題/領域番号： JPMJAX25CH 2025年10月 - 2028年3月
• 多様な出力データに対応可能な不変学習のパラメータ選択法の構築研究課題/領域番号： 24K20750 2024年4月 - 2028年3月

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